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Found 262 Documents (Results 1–100)

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van Oostrum, Jesse; Ay, Nihat

Parametrisation independence of the natural gradient in overparametrised systems. (English) Zbl 07495273

Nielsen, Frank (ed.) et al., Geometric science of information. 5th international conference, GSI 2021, Paris, France, July 21–23, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12829, 726-735 (2021).
MSC:  68T07 62B10
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\textit{J. van Oostrum} and \textit{N. Ay}, Lect. Notes Comput. Sci. 12829, 726--735 (2021; Zbl 07495273)
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Ihara, Diego; Mohammadi, Neshat; Sidiropoulos, Anastasios

Algorithms for metric learning via contrastive embeddings. (English) Zbl 07559245

Barequet, Gill (ed.) et al., 35th international symposium on computational geometry, SoCG 2019, Portland, Oregon, USA, June 18–21, 2019. Proceedings. Wadern: Schloss Dagstuhl – Leibniz-Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 129, Article 45, 14 p. (2019).
MSC:  68U05
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\textit{D. Ihara} et al., LIPIcs -- Leibniz Int. Proc. Inform. 129, Article 45, 14 p. (2019; Zbl 07559245)
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Li, Zuxing; Dán, György

Dynamic cheap talk for robust adversarial learning. (English) Zbl 1446.91027

Alpcan, Tansu (ed.) et al., Decision and game theory for security. 10th international conference, GameSec 2019, Stockholm, Sweden, October 30 – November 1, 2019. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11836, 297-309 (2019).
MSC:  91A28 91A26 91A15
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\textit{Z. Li} and \textit{G. Dán}, Lect. Notes Comput. Sci. 11836, 297--309 (2019; Zbl 1446.91027)
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Cabanes, Yann; Barbaresco, Frédéric; Arnaudon, Marc; Bigot, Jérémie

Toeplitz Hermitian positive definite matrix machine learning based on Fisher metric. (English) Zbl 1458.94078

Nielsen, Frank (ed.) et al., Geometric science of information. 4th international conference, GSI 2019, Toulouse, France, August 27–29, 2019. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11712, 261-270 (2019).
MSC:  94A12 15B05 62H30
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\textit{Y. Cabanes} et al., Lect. Notes Comput. Sci. 11712, 261--270 (2019; Zbl 1458.94078)
Full Text: DOI HAL
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Barbaresco, Frédéric

Lie group machine learning and Gibbs density on Poincaré unit disk from Souriau Lie groups thermodynamics and \(\mathrm{SU}(1,1)\) coadjoint orbits. (English) Zbl 1458.70010

Nielsen, Frank (ed.) et al., Geometric science of information. 4th international conference, GSI 2019, Toulouse, France, August 27–29, 2019. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11712, 157-170 (2019).
MSC:  70G65 80A10 22E60
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\textit{F. Barbaresco}, Lect. Notes Comput. Sci. 11712, 157--170 (2019; Zbl 1458.70010)
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Narayanan, Shyam; Nelson, Jelani

Optimal terminal dimensionality reduction in Euclidean space. (English) Zbl 1433.68371

Charikar, Moses (ed.) et al., Proceedings of the 51st annual ACM SIGACT symposium on theory of computing, STOC ’19, Phoenix, AZ, USA, June 23–26, 2019. New York, NY: Association for Computing Machinery (ACM). 1064-1069 (2019).
MSC:  68T05 68R12
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\textit{S. Narayanan} and \textit{J. Nelson}, in: Proceedings of the 51st annual ACM SIGACT symposium on theory of computing, STOC '19, Phoenix, AZ, USA, June 23--26, 2019. New York, NY: Association for Computing Machinery (ACM). 1064--1069 (2019; Zbl 1433.68371)
Full Text: DOI arXiv
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Becchetti, Luca; Bury, Marc; Cohen-Addad, Vincent; Grandoni, Fabrizio; Schwiegelshohn, Chris

Oblivious dimension reduction for \(k\)-means: beyond subspaces and the Johnson-Lindenstrauss lemma. (English) Zbl 1433.68324

Charikar, Moses (ed.) et al., Proceedings of the 51st annual ACM SIGACT symposium on theory of computing, STOC ’19, Phoenix, AZ, USA, June 23–26, 2019. New York, NY: Association for Computing Machinery (ACM). 1039-1050 (2019).
MSC:  68T05 68R12
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\textit{L. Becchetti} et al., in: Proceedings of the 51st annual ACM SIGACT symposium on theory of computing, STOC '19, Phoenix, AZ, USA, June 23--26, 2019. New York, NY: Association for Computing Machinery (ACM). 1039--1050 (2019; Zbl 1433.68324)
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Makarychev, Konstantin; Makarychev, Yury; Razenshteyn, Ilya

Performance of Johnson-Lindenstrauss transform for \(k\)-means and \(k\)-medians clustering. (English) Zbl 1433.68366

Charikar, Moses (ed.) et al., Proceedings of the 51st annual ACM SIGACT symposium on theory of computing, STOC ’19, Phoenix, AZ, USA, June 23–26, 2019. New York, NY: Association for Computing Machinery (ACM). 1027-1038 (2019).
MSC:  68T05 62H30 68R12
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\textit{K. Makarychev} et al., in: Proceedings of the 51st annual ACM SIGACT symposium on theory of computing, STOC '19, Phoenix, AZ, USA, June 23--26, 2019. New York, NY: Association for Computing Machinery (ACM). 1027--1038 (2019; Zbl 1433.68366)
Full Text: DOI arXiv
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Dey, Tamal K.; Rossi, Alfred; Sidiropoulos, Anastasios

Temporal clustering. (English) Zbl 1442.68264

Pruhs, Kirk (ed.) et al., 25th European symposium on algorithms, ESA 2017, Vienna, Austria, September 4–6, 2017. Proceedings. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 87, Article 34, 14 p. (2017).
MSC:  68W25 62H30 68T05 68Q17 68U05 90C29
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\textit{T. K. Dey} et al., LIPIcs -- Leibniz Int. Proc. Inform. 87, Article 34, 14 p. (2017; Zbl 1442.68264)
Full Text: DOI arXiv
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Franz, Thomas; Zimmermann, Ralf; Görtz, Stefan

Adaptive sampling for nonlinear dimensionality reduction based on manifold learning. (English) Zbl 1468.76052

Benner, Peter (ed.) et al., Model reduction of parametrized systems. Selected contributions based on the presentations at the MoRePaS conference, SISSA, Trieste, Italy, October 13–16, 2015. Cham: Springer. MS&A, Model. Simul. Appl. 17, 255-269 (2017).
MSC:  76M99 76H05 76N06 68T05
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\textit{T. Franz} et al., MS\&A, Model. Simul. Appl. 17, 255--269 (2017; Zbl 1468.76052)
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